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Fact · Voice privacy and security

The ASVspoof 5 challenge summary reports that attacks significantly compromise its baseline systems, while submitted systems improve substantially.

Checked against its source on October 17, 2026

In the source's own words

“Attacks significantly compromise the baseline systems, while submissions bring substantial improvements.”

ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale, Xin Wang et al., arXiv (ASVspoof 5 Workshop, Interspeech 2024 satellite), 2024, Abstract.

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What it measures
The fifth ASVspoof challenge tested speech deepfake detection and spoofing-robust speaker verification on attacks built by crowdsourced participants.
What it does not show
A qualitative summary from the abstract. The per-system figures are in the full results.

Source

Cited on

Attacks significantly compromise speech deepfake detection systems | Yap